from fastai.vision.all import * | |
path = untar_data(URLs.PETS) | |
dls = ImageDataLoaders.from_name_re(path, | |
get_image_files(path/'images'), pat='(.+)_\d+.jpg', | |
item_tfms=Resize(460), | |
batch_tfms=aug_transforms(size=224, min_scale=0.75), | |
num_workers=0, | |
bs=16, | |
) | |
learn = vision_learner(dls, models.resnet50, metrics=accuracy) | |
learn.fine_tune(1) | |
learn.path = Path('.') | |
learn.export() |